llm-cost-optimizer

Pass

Audited by Gen Agent Trust Hub on Oct 29, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [SAFE]: The skill consists entirely of markdown instructions and guidelines for optimizing LLM API costs. No executable code, scripts, or configuration files are present.
  • [PROMPT_INJECTION]: Instructions are focused on domain-specific advice (cost engineering). No evidence of adversarial prompts, role-play jailbreaks, or safety bypasses.
  • [DATA_EXPOSURE_AND_EXFILTRATION]: No network operations or access to sensitive local file paths. Mentions of providers (OpenAI, Anthropic, Google) are contextual to the cost optimization purpose.
  • [INDIRECT_PROMPT_INJECTION]: Analysis of potential attack surface for indirect injection:
  • Ingestion points: Processes user conversation logs and system prompts within the agent's context as specified in SKILL.md.
  • Boundary markers: No explicit boundary markers or isolation instructions for untrusted data are defined.
  • Capability inventory: No file writing, shell execution, or network operations found across the skill instructions.
  • Sanitization: No sanitization or escaping of external content is specified, as the skill functions purely as an advisor.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 29, 2026, 09:23 AM